Image-Text Matching on EQ-SD EQBEN
90.81Text ScoreFIBER + EQSIM
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| FIBER + EQSIMEQSIM=true, Fine-tuning=Flickr30K2023.03 | 90.81 | 85.98 | 80.7 | |
| FIBER + FT (F30K)Fine-tuning=Flickr30K2023.03 | 90.48 | 86.64 | 81.29 | |
| CLIP (RN-50)Zero-shot=true, Backbone=ResNet-502023.03 | 90.09 | 85.92 | 79.11 | |
| METERZero-shot=true2023.03 | 89.62 | 84.93 | 79.44 | |
| CLIP (ViT-B/32)Zero-shot=true, Backbone=ViT-B/322023.03 | 89.16 | 86.05 | 78.98 | |
| ALBEFZero-shot=true2023.03 | 88.96 | 90.41 | 83.07 | |
| METER + EQSIMEQSIM=true, Fine-tuning=Flickr30K2023.03 | 88.04 | 84.07 | 77.79 | |
| METER + FT (F30K)Fine-tuning=Flickr30K2023.03 | 86.64 | 84.46 | 77.46 | |
| FIBERZero-shot=true2023.03 | 86.05 | 88.63 | 79.97 | |
| BLIPZero-shot=true2023.03 | 85.39 | 85.52 | 77.13 | |
| ViLTZero-shot=true2023.03 | 80.37 | 79.04 | 68.93 | |
| FLAVAZero-shot=true2023.03 | 79.64 | 84.47 | 71.1 | |
| VILBERTZero-shot=true2023.03 | 12.37 | 7.37 | 2.78 | |
| LXMERTZero-shot=true2023.03 | 11.16 | 6.15 | 1.98 |